{"id":"W13405673","doi":"10.1155/2001/691584","title":"The Clinical Risks of Infection Associated with Endoscopy","year":2001,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sterilization (economics); Intensive care medicine; Endoscopy; Infection risk; Transmission (telecommunications); Risk of infection; Infection control; Antibiotic prophylaxis; Antibiotics; Surgery; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102871,0.0002115918,0.001263756,0.0003091751,0.0001609027,0.0000146843,0.0002268486,0.0005372062,0.0003789021],"category_scores_gemma":[0.0009519403,0.0001233843,0.0004351085,0.0001988361,0.0006966324,0.00004271496,0.00001397192,0.0009520262,0.00002908644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170214,"about_ca_system_score_gemma":0.001265078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007876578,"about_ca_topic_score_gemma":0.04153254,"domain_scores_codex":[0.9964881,0.00163638,0.001296324,0.0001466969,0.00004568185,0.0003868508],"domain_scores_gemma":[0.9970453,0.0004405783,0.001860195,0.0001870125,0.000291546,0.0001753505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006956644,0.0001747157,0.1794215,0.0006481081,0.004155052,0.0001375581,0.00005233056,0.000004335241,0.000001346669,0.0001744929,0.01694152,0.7975934],"study_design_scores_gemma":[0.001055427,0.002313884,0.006793445,0.001999086,0.000790569,0.001283371,0.000008784816,1.765474e-7,3.796902e-7,0.0000122378,0.98568,0.0000626675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004406642,0.9900978,0.0005418733,0.0001003803,0.004081252,0.0002572822,0.00003972324,0.000006835793,0.0004682652],"genre_scores_gemma":[0.007430895,0.9919665,0.000005859842,0.0001352246,0.0001152347,0.000005222035,0.00008186893,0.00002112218,0.0002380727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9687384,"threshold_uncertainty_score":0.975957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09037075088259616,"score_gpt":0.3684253888078198,"score_spread":0.2780546379252237,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}